00Always evolving
Large Language Model Engine
LLM capability engine
RAG, intelligent routing, document generation, voice interaction and multimodal review turn knowledge and processes into callable system capabilities.
AI × DATA × SPATIAL INTELLIGENCE
We turn complex operations
into intelligent systems that actually work
Yuanmo Data Technology serves cities and industries with an LLM-powered delivery model that combines computer vision, data platforms and 3D/GIS—from field discovery to deployment and ongoing operations.
199vision capabilities
7industry domains
100%source-code delivery
Business inputs
01Video / IoT
02Operations / GIS
03Documents / Knowledge
AI
AI engineOperational loop
Detect & alert
Support decisions
Coordinate action
From one video stream to a city-wide operational loop
Beyond dashboardsBeyond feature deliveryReal operations are the finish line
CORE CAPABILITIES
One technology foundation for complex operations
We do not stack isolated technologies. An LLM layer understands the workflow while data, vision, AIoT sensing and spatial intelligence operate as one system.
Computer Vision
Move cameras from seeing to understanding with event detection, behavior analysis, object recognition, counting and alerts.
7 domains · 199 capabilities↗
Data Intelligence
Connect IoT, video, operational and GIS data—from ingestion and governance to metric models and command dashboards.
Ingest · Govern · Decide↗
3D / GIS
Place assets, live conditions and workflows on one map for digital twins, inspection and executive decisions.
One map · Twin · Inspect↗
AIoT Sensing Platform
Connect sensors, meters, gateways and edge devices for live status capture, rules-driven orchestration and closed-loop alerts with second-level response.
Multi-protocol · Edge-cloud · Seconds↗
INDUSTRY SOLUTIONS
Built around the problem—not a standard template
Each solution recombines data, algorithms, maps and LLM capabilities around the operational goal, with smooth integration into existing systems.
Water · Utilities
Urban Lifelines
Connect water supply, drainage and hydraulic-engineering data so performance, incidents and project progress are visible, predictable and traceable.
- Water oversight
- Flood & drainage
- Hydraulic assets
Energy · Inspection
Digital Energy
Combine GIS, equipment data and vision AI across solar, transmission, wind and new-energy sites.
- Solar intelligence
- Defect detection
- Site command map
Flood · Fire
Emergency Command
Link event triggers, risk prediction, resource dispatch, response plans and post-event review into one operational loop.
- Flood prediction
- Smart plans
- Voice dispatch
Roads · Vehicles
Smart Mobility
Detect illegal parking, unsafe driving, road fog, queues and road debris in real time and connect them to response workflows.
- Parking detection
- Driver behavior
- Traffic alerts
Planning · Investment
Urban Renewal
Connect planning, project reserves, construction, annual programs and funding across the full renewal lifecycle.
- Planning assets
- Project lifecycle
- Plan & funding
Knowledge · Collaboration
Enterprise LLM
Use RAG and multimodal AI for policy Q&A, document drafting, event routing, content review and voice interaction.
- Knowledge Q&A
- Smart routing
- Multimodal review
Low Altitude · GIS
Drone Inspection
Fuse flight paths, imagery, recognition results and 3D maps for rivers, pipelines, parks and energy sites.
- Route planning
- Defect detection
- Geo-location
Annotation · Iteration
Data & AI Services
Provide domain data annotation, model training and continuous improvement around real operational samples.
- Data annotation
- Model training
- Continuous tuning
AI CAPABILITY LIBRARY
Not just “AI-enabled”
199 deployable vision capabilities
Across city operations, mobility, safety, environment, buildings, agriculture and energy. Browse representative international capabilities below.
7domains
62algorithm groups
199vision capabilities
Capability explorerYMT / CV-LIB
City governance
Road waterlogging detectionStreet operations
↗City governance
Garbage overflow detectionEnvironmental order
↗Smart transport
Illegal parking detectionRoad events
↗Smart transport
Mobile-phone use while drivingDriver safety
↗Public safety
Smoke and flame detectionFire prevention
↗Environmental protection
Floating debris detectionWater environment
↗Smart building
PPE compliance detectionSite safety
↗Smart building
Restricted-area intrusionAccess control
↗Smart agriculture
Crop disease detectionCrop health
↗Smart energy
PV module hot-spot detectionSolar inspection
↗Smart energy
Insulator damage detectionPower-line inspection
↗Smart energy
Equipment anomaly detectionStation safety
↗PROVEN OUTCOMES
AI that enters daily operations—not a concept left in a proposal.
3,600cases / day
Urban work orders
Production-scale throughput
5sec
Intelligent dispatch
Shorter manual review
+30%
Faster resolution
Closed-loop operations
3×
Content-review speed
Multimodal coverage
Figures are drawn from existing project and delivery materials. Client names are withheld due to authorization restrictions.
DELIVERY
We do not stop at development—we make the system work
From the first field interview to stable operations and continuous improvement, every stage is designed for real adoption.
Discovery
Work with the field team to clarify pain points, roles, data, metrics and boundaries.
Design & Build
Deliver architecture, prototypes and phased development, calibrated against real workflows.
Launch & Train
Integrate, deploy and train teams so the capability enters daily operations.
Operate & Improve
Continuously refine algorithms, models and workflows with new data and feedback.
DELIVERY PROMISE
We deliver more than usage rights—we give clients long-term control.
Every system can be delivered with 100% of its source code, private deployment, secondary development and low-code extension.
SOURCE CODE100%FULL DELIVERY
- ✓100% source-code delivery available
- ✓Private deployment and system integration
- ✓No lock-in to a single platform
- ✓Delivery, annotation, training and iteration in one loop
ABOUT YUANMO
Not a one-off vendor. A long-term system partner.
Yuanmo Data Technology is a custom digital-systems company powered by large language models. We turn emerging technology into operational, sustainable and client-controlled industry systems.
OUR MISSION
Use LLMs and visual intelligence to make urban and industrial operations more transparent, controllable and intelligent.
- Brand
- Yuanmo Data Technology
- Legal entity
- Qingdao Yuanmo Data Technology Co., Ltd.
- Focus
- AI · Big Data · Custom GIS
- Engagement
- End-to-end delivery · Continuous improvement
START A PROJECT
Tell us the operational challenge. We will start from the field.
Whether you are upgrading an existing platform, integrating data, adding vision AI or building a new industry system, we can begin with a practical conversation.
Connect on WeComScan to discuss your project
Phone+86 153 1870 9480Business emailliyuanpei@yuanmotech.cn
Address237 Zhaizishan Road, Huangdao District, Qingdao, Shandong, China